Generalization with Deep Learning: For Improvement on Sensing Capability
by: Zhenghua Chen ,Min Wu ,Xiaoli Li
Publisher finelybook 出版社: World Scientific Publishing Company (March 10,2021)
Language 语言: English
Print Length 页数: 324 pages
ISBN-10: 9811218838
ISBN-13: 9789811218835
Book Description
Deep Learning has achieved great success in many challenging research areas,such as image recognition and natural language processing. The key merit of deep learning is to automatically learn good feature representation from massive data conceptually. In this book,we will show that the deep learning technology can be a very good candidate for improving sensing capabilities.
In this edited volume,we aim to narrow the gap between humans and machines by: showcasing various deep learning applications in the area of sensing. The book will cover the fundamentals of deep learning techniques and their applications in real-world problems including activity sensing,remote sensing and medical sensing. It will demonstrate how different deep learning techniques help to improve the sensing capabilities and enable scientists and practitioners to make insightful observations and generate invaluable discoveries from different types of data
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